Update TensorBoard training metrics

benchmark_cache/shard_scheduler.json

@@ -22,8 +22,8 @@
       "tokens_per_second": 1062967.6168812835,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 74159.67083950838,
-      "required_pages_per_second_upper_estimate": 0.006427972312401221
+      "required_token_positions_per_second": 75700.50394474347,
+      "required_pages_per_second_upper_estimate": 0.006561527820757196
     },
     {
       "source": "rewrite6",
@@ -36,8 +36,8 @@
       "tokens_per_second": 1206672.263377472,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 9269.958854938548,
-      "required_pages_per_second_upper_estimate": 0.0036979251854709384
+      "required_token_positions_per_second": 9462.562993092934,
+      "required_pages_per_second_upper_estimate": 0.003774757855869209
     },
     {
       "source": "openmath",
@@ -50,8 +50,8 @@
       "tokens_per_second": 410042.7581134458,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 18539.917709877096,
-      "required_pages_per_second_upper_estimate": 0.004288883670772608
+      "required_token_positions_per_second": 18925.125986185867,
+      "required_pages_per_second_upper_estimate": 0.004377994826062525
     },
     {
       "source": "ultra_qa",
@@ -64,8 +64,8 @@
       "tokens_per_second": 2163486.5624068812,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 27809.876564815644,
-      "required_pages_per_second_upper_estimate": 0.0016934755756512355
+      "required_token_positions_per_second": 28387.688979278802,
+      "required_pages_per_second_upper_estimate": 0.0017286613201445936
     },
     {
       "source": "ultra_style",
@@ -78,8 +78,8 @@
       "tokens_per_second": 1546694.2737633225,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
       "estimated_pages_for_buffer": 1,
-      "required_token_positions_per_second": 27809.876564815644,
-      "required_pages_per_second_upper_estimate": 0.0021408812806249494
+      "required_token_positions_per_second": 28387.688979278802,
+      "required_pages_per_second_upper_estimate": 0.0021853628797774585
     },
     {
       "source": "cortex",
@@ -91,9 +91,9 @@
       "read_seconds": 0.042780299000014566,
       "tokens_per_second": 1015177.8395898147,
       "note": "Bounded fresh sample; full-page latency is an extrapolation.",
-      "estimated_pages_for_buffer": 21,
-      "required_token_positions_per_second": 27809.876564815644,
-      "required_pages_per_second_upper_estimate": 0.34530559326540156
+      "estimated_pages_for_buffer": 22,
+      "required_token_positions_per_second": 28387.688979278802,
+      "required_pages_per_second_upper_estimate": 0.35248008963928135
     }
   ],
   "gpu_measurement": "Selected forward/backward estimate; replaced by live successful update timings.",
@@ -155,27 +155,27 @@
   "shard_benchmark_scope": "Local packing/read measurements; upload capacity measured only on real data commits. Targets larger than available pages are sample-limited.",
   "estimated_fresh_generation_batch_seconds": 0.1434574083060457,
   "selected": {
-    "prefetch_batches": 61,
+    "prefetch_batches": 62,
     "prefetch_capacity_limit": 512,
     "batch_memory_estimate_bytes": 688946,
-    "producer_batch_seconds": 0.0707124810234383,
-    "producer_p95_seconds": 0.16263690300002054,
-    "gpu_update_seconds": 0.9941791699636507,
-    "producer_batches_per_second": 14.141775051967711,
-    "gpu_batches_per_second": 1.005854910475103,
-    "producer_headroom": 14.059458182977924,
+    "producer_batch_seconds": 0.16440851018749214,
+    "producer_p95_seconds": 0.1595464990000437,
+    "gpu_update_seconds": 0.973943318182092,
+    "producer_batches_per_second": 6.0824102040678785,
+    "gpu_batches_per_second": 1.026753796993591,
+    "producer_headroom": 5.923922776694485,
     "sustainable": true,
-    "buffer_seconds": 60.644929367782694,
+    "buffer_seconds": 60.38448572728971,
     "buffer_drain_seconds": null,
     "shard_target_mib": 32,
     "upload_pages_per_commit": 164,
     "max_pending_pages": 4096,
-    "generation_bytes_per_second": 641109.0709567142,
-    "upload_bytes_per_second": 5600949.953575108,
+    "generation_bytes_per_second": 613651.1087677835,
+    "upload_bytes_per_second": 5626894.744196676,
     "upload_sustainable": true,
     "logical_page_rows": 4096,
     "logical_cortex_page_rows": 128,
-    "estimated_full_shards_per_hour": 68.78354118598017,
+    "estimated_full_shards_per_hour": 65.837621437431,
     "selection_policy": "Smallest shard within 90% of measured local peak, enlarged to amortize 30 seconds of measured page production; bounded to 256 MiB."
   },
   "upload_measurements": [
@@ -316,6 +316,12 @@
       "bytes": 7769728,
       "pages": 37,
       "shards": 3
+    },
+    {
+      "seconds": 0.9489059839997935,
+      "bytes": 5950611,
+      "pages": 30,
+      "shards": 2
     }
   ],
   "cache_key": {

metrics/void-byte-v1/1790476562033999719-ba4f58e1/train.jsonl

@@ -24,3 +24,4 @@
 {"step": 84300, "loss": 0.650002021342516, "lr": 0.0003, "grad_norm": 0.16830847416344066, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12336900344, "tokens_per_second": 146661.90606472787, "data_wait_s": 1.3800000033370452e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 84400, "loss": 0.6230411995202303, "lr": 0.0003, "grad_norm": 0.1334623499219814, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12351402779, "tokens_per_second": 146855.37327678414, "data_wait_s": 1.076500029739691e-05, "gpu_peak_gb": 85.46427917480469}
 {"step": 84500, "loss": 0.6755691282451153, "lr": 0.0003, "grad_norm": 0.15844106523682092, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12365969201, "tokens_per_second": 147706.36542072735, "data_wait_s": 1.2414000138960546e-05, "gpu_peak_gb": 85.46427917480469}
+{"step": 84600, "loss": 0.5803650245070457, "lr": 0.0003, "grad_norm": 0.12690611449244352, "recovery_retries": 0, "loss_scale": 1.0, "microbatch": 86, "input_bytes_and_specials": 12380705618, "tokens_per_second": 149123.07797826442, "data_wait_s": 1.2340000012045493e-05, "gpu_peak_gb": 85.46427917480469}

runs/void-byte-v1/events.out.tfevents.1790476562.0b09bbb2-f535-42d2-bd00-cbae7fb94f51-r2qrq.417.0.1790476562033999719-ba4f58e1

@@ -1,3 +1,3 @@
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